en.Wedoany.com Reported - China's Youibot recently released the industrial embodied intelligence large model FabriX, an architecture designed to address the challenge of balancing efficiency, reliability, and generalization in the deployment of embodied intelligence in industrial scenarios.
FabriX adopts a dual edge-end architecture, based on a multimodal MOE foundation model trained on real industrial robot data, and incorporates deterministic results from mechanism control as prior guiding knowledge. This design, through deterministic prior distillation and constraint-anchored agents, enables AI to simultaneously achieve industrial precision and scheduling determinism.
In terms of balancing reliability and efficiency, FabriX takes reliability as the baseline and dynamically selects the optimal solution based on the scenario. Its introduced prior guidance layer distills deterministic data to guide action diffusion, while a dual-loop logic verification layer constrains and validates the large model's output, endowing the model with autonomous diagnostic and fault recovery capabilities.
To address the coupling order transition problem of multiple heterogeneous robots in cluster operations within industrial sites, FabriX adopts a three-layer distributed architecture: central layer, edge layer, and terminal layer. The central layer receives high-level dispatch instructions from industrial software; the edge layer combines resource allocation for robot collaborative scheduling and long-task chain decomposition; the terminal layer uses the VLA model for real-time control of atomic-level tasks.
For legacy system constraints, FabriX employs a "boundary layer stripping" strategy, performing compatibility adaptation in the near-wall zone and disruptive innovation in the far-wall zone. By decoupling the near-wall and far-wall layers through standardized context protocols, it enables heterogeneous multi-agent collaboration and cross-scenario adaptation.
Embodied intelligent robots equipped with FabriX can achieve hour-level production line transformation and upgrades, supporting linear scaling of any population size. Based on Youibot's over 800 embodied intelligence scenario deployment projects, Xifeng inherits FabriX's model capabilities and will be deployed in unstructured scenarios such as semiconductors and energy chemicals, complementing specialized embodied intelligent robots, moving towards the goal of "empowering 10,000 industrial sites within 3 years."
